Title :
A statistical fusion for a leg-by-leg bearings-only TMA without observer maneuver
Author :
Pignol, A.-C. ; Jauffret, C. ; Pillon, D.
Author_Institution :
CNRS, Univ. Sud Toulon-Var, La Garde, France
Abstract :
In previous papers, we addressed the problem of bearings-only tracking of targets whose trajectory is composed of several legs from a non-maneuvering observer. We named it bearings-only maneuvering target motion analysis (BOMTMA). We proposed two estimates when the number of legs is equal to two: the classic maximum likelihood estimate (MLE) and an estimate based on a geometric fusion of leg-by-leg tracking. In this paper we introduce an estimate constructed on a statistical fusion whose main advantage, unlike the two previous ones, is that it can be easily extended to the case where the trajectory of the source is composed of three or more legs.
Keywords :
direction-of-arrival estimation; maximum likelihood estimation; motion estimation; observers; statistical analysis; target tracking; TMA; bearings-only; geometric fusion; leg-by-leg tracking; maximum likelihood estimation; observer maneuver; statistical fusion; target motion analysis; targets tracking; Data models; Observers; BOMTMA; BOTMA; Cramár-Rao lower bound; Maneuvering target; TMA; bearings-only target motion analysis; fusion; maximum likelihood estimate;
Conference_Titel :
Information Fusion (FUSION), 2010 13th Conference on
Conference_Location :
Edinburgh
Print_ISBN :
978-0-9824438-1-1
DOI :
10.1109/ICIF.2010.5711961